open-science-pillars avatar

ocean-science

v0.9.0

by open-science-pillars · author: Open Science Pillars Community

Physical oceanography: ECCO state estimate, SWOT SSH, meridional transport, budget closure, water masses.

What ocean-science does, in the publisher's words

Physical oceanography for Open Science Pillars: the ECCO v4r4 state estimate, SWOT KaRIn SSH, meridional transport, budget closure, water masses, sea level, and the PO.DAAC knowledge arc.

This capability builds on core's foundation skills and its start / discover-data / report workflows, and on the PO.DAAC provider knowledge in nasa-daac-knowledge. It declares both as dependencies, so one install brings them with it.

A Hydrosphere capability, discipline Ocean Physics (.osp/repository.yaml; ADR A in the marketplace repository). Its knowledge (KNOW) is the PO.DAAC bundle, signed by that provider's stewards and consulted in place, plus the local conventions and connectors here; its behavior (ACT) is the skills; its verification (PROVE) is the golden notebooks here and the attested computations in the provider bundle, whose receipts any runtime's result can be checked against; its connectors (REACH) are in.mcp.json. The Claude package files are the runtime projection of.osp/package.yaml.

From the project README, punctuation lightly normalized · Open the README on GitHub

Skills
23
MCP servers
2
Stars
1
License
Apache-2.0
Repo created
2026-07-05
Last pushed
2026-09-21
Publisher type
Organization
Version
0.9.0

Links

Skills · 23

argo-ohc
briefing-generator
Generate a receipted regional sea level briefing: fills the template strictly from a PASS attested-run receipt and signed concept text, with per-DOI citations. Keywords: briefing, sea level, coastal, receipt, attested, report.
budget-closure
Closed property budgets on native model grids: tendency, advection, diffusion, forcing terms; machine-precision residual expectations.
cite-ecco
Emit the exact ECCO Consortium citation block with per-collection DOIs (PO.DAAC template) for the ECCO collections an analysis touched. Keywords: cite, citation, DOI, ECCO, acknowledge, references.
compare-obs
Compare model or state-estimate output against observations: RAPID, Argo climatologies, altimetry; consistent masking and uncertainty framing.
ecco
ECCO v4r4 ocean state estimate: LLC90 native grid, PO.DAAC collections through the fields concepts, budget formulation, dynamical consistency. Knowledge first.
load-ecco
Load ECCO v4r4 data from PO.DAAC with grid auto-merge and Dask; volume confirmation gate; restates applicable gotchas.
load-swot
Load SWOT KaRIn SSH regionally: parse region, cycles, tier; volume gate; flag decoding; swath-aware summary.
meridional-transport
Meridional heat, volume, freshwater transport: section masks, overturning and gyre decomposition, RAPID comparison at 26.5N.
mixed-layer-analysis
Mixed layer depth analysis workflow: criterion choice, seasonal climatology, trend with uncertainty.
mixed-layer
Mixed layer depth: density and temperature criteria, seasonal cycle, sensitivity to threshold choice.
ocean-budget
Ocean property budgets on the native ECCO grid only; refuses regridded budgets; budget-auditor auto-run on residuals.
ocean-grids
Ocean model grids: Arakawa C-grid, LLC tiles, cell geometry, xgcm, scalar vs vector regridding rules.
ocean-indices
receipt-figures
sea-level-analysis
sea-level-budget
sea-level
sweep
swot
transport-analysis
water-mass-analysis
water-masses

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

MCP servers · 2

earthdatastreamable-http
https://cmr.earthdata.nasa.gov/mcp/v1
observationsstdio
uv run https://raw.githubusercontent.com/open-science-pillars/core/e046417de95b5518ee518f0a08eca3eb5fc8ad3a/connectors/observations_mcp.py

Read from the plugin's own mcp.json. We list environment variable names, never values.

Category

Other. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.

Keywords

oceanography · ecco · swot · podaac · amoc · heat-transport · sea-level

Related by publisher and keywords

  • paperclippaperclipai

    Review your team, delegate work and retrieve durable results in Paperclip.

  • World Monitor agent plugin: live global-intelligence MCP servers plus task-focused agent skills for country risk, conflict, markets, chokepoints, energy, climate, and related situational awareness.

  • hyperframesheygen-com

    HyperFrames by HeyGen. Write HTML, render video. Compositions, GSAP and runtime adapter animations, captions, voiceovers, audio-reactive visuals, and website capture for HyperFrames.

  • mem0mem0ai

    Cross-session memory and token savings for coding agents.

  • context7upstash

    Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.

  • Ready-to-use scientific and research Agent Skills for biology, chemistry, medicine, and related workflows.

Add the verified badge to your README[![Verified by AgentPluginsDirectory.com against Schema 1.0.0](https://agentpluginsdirectory.com/badge.svg)](https://agentpluginsdirectory.com/plugins/ocean-science)

✓ Verified . We fetched the manifest from GitHub and checked it against the official Agent Plugins 1.0.0 schema at agent-plugins.org.